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look at the convergence speed of flow vs system energy

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valentin.boettcher@mailbox.tu-dresden.de 2024-01-11 16:03:11 -05:00
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21
subprojects/cycle_shift/cycle_shift.org
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@ -106,6 +106,27 @@ Running it locally won't do any harm though.
#+RESULTS:
** Analysis
*** Convergence of Flow vs System
#+begin_src jupyter-python
system = [
np.divide(σ, val, where=val>0).mean()
for σ, val in zip(baseline.system_energy().σs, baseline.system_energy().values)
]
flow = [
np.divide(σ, val, where=val>0).mean()
for σ, val in zip(baseline.bath_energy_flow().σs, baseline.bath_energy_flow().values)
]
plt.plot(system)
plt.plot(flow)
#+end_src
#+RESULTS:
:RESULTS:
| <matplotlib.lines.Line2D | at | 0x7f56c477a040> |
[[file:./.ob-jupyter/ebad7ec6c10df95f2135933f1e8d74b3724c1bad.svg]]
:END:
*** Baseline
This plots the full energy overview for the baseline model.
#+begin_src jupyter-python

11
subprojects/cycle_shift/tangle/cycle_shift.py
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@ -22,6 +22,17 @@ logging_setup(logging.INFO)
ot.plot_cycle(baseline)
fs.export_fig("cycle_prototype", y_scaling=.7)
system = [
np.divide(σ, val, where=val>0).mean()
for σ, val in zip(baseline.system_energy().σs, baseline.system_energy().values)
]
flow = [
np.divide(σ, val, where=val>0).mean()
for σ, val in zip(baseline.bath_energy_flow().σs, baseline.bath_energy_flow().values)
]
plt.plot(system)
plt.plot(flow)
ot.plot_energy(baseline)
print(
fs.tex_value(baseline.system_energy().N, prefix="N="),